Stress Level Score Formula
Understand the math behind the stress level score. Each variable explained with a worked example.
Formulas Used
Stress Score
stress_level = min(sleep_factor + work_factor + exercise_factor + social_factor, 100)Sleep Component
top_contributor = sleep_factorExercise Component
exercise_component = exercise_factorVariables
| Variable | Description | Default |
|---|---|---|
sleep_quality | Sleep Quality (1-10) | 6 |
work_hours | Weekly Work Hours(hours) | 45 |
exercise_days | Exercise Days per Week(days) | 3 |
social_score | Social Connection (1-10) | 6 |
sleep_factor | Derived value= (10 - sleep_quality) * 3 | calculated |
work_factor | Derived value= max(work_hours - 40, 0) * 1.5 | calculated |
exercise_factor | Derived value= max(5 - exercise_days, 0) * 4 | calculated |
social_factor | Derived value= (10 - social_score) * 2 | calculated |
How It Works
Stress Level Assessment
This score aggregates common modifiable stress factors.
Components
| Factor | Scoring | |---|---| | Poor sleep (1-10) | (10 - score) x 3 | | Overwork (>40 hrs) | excess hours x 1.5 | | Low exercise (<5 days) | deficit days x 4 | | Low social connection | (10 - score) x 2 |
Score Interpretation
| Score | Level | |---|---| | 0-20 | Low stress | | 21-40 | Moderate stress | | 41-60 | High stress | | 61+ | Very high stress |
Worked Example
Sleep quality 6, 45 work hours, 3 exercise days, social connection 6.
sleep_quality = 6work_hours = 45exercise_days = 3social_score = 6
- 01Sleep = (10 - 6) x 3 = 12
- 02Work = (45 - 40) x 1.5 = 7.5
- 03Exercise = (5 - 3) x 4 = 8
- 04Social = (10 - 6) x 2 = 8
- 05Total = 35.5 (Moderate stress)
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Open Stress Level Score